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Dynamic Knowledge Graph-Guided Deep Reinforcement Learning with Hierarchical Semantics Transformer for Portfolio Management

Fengchen Gu, Zhilu Zhang, Zhengyong Jiang, Ángel F. García-Fernández, Jionglong Su, Huakang Li. Dynamic Knowledge Graph-Guided Deep Reinforcement Learning with Hierarchical Semantics Transformer for Portfolio Management. In IEEE International Conference on Big Data, BigData 2025, Macau, China, December 8-11, 2025. pages 2150-2155, IEEE, 2025. [doi]

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